Results for "uncertainty"
Active Learning
Intermediate
Selecting the most informative samples to label (e.g., uncertainty sampling) to reduce labeling cost.
Information Gain
Intermediate
Reduction in uncertainty achieved by observing a variable; used in decision trees and active learning.
Entropy
Intermediate
A measure of randomness or uncertainty in a probability distribution.
Markov Decision Process
Intermediate
Formal framework for sequential decision-making under uncertainty.
Stochastic Approximation
Intermediate
Optimization under uncertainty.
Robust Control
Intermediate
Control that remains stable under model uncertainty.